CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id mourshedp503final
authors Monjur M Mourshed, Denis Kelliher, Marcus Keane
year 2003
title ArDOT: A tool to optimise environmental design of buildings
source Building Simulation 2003 (Eighth IBPSA Conference). Eindhoven, Netherlands
summary Environmental design of buildings involves ‘finding the optimum’ solution satisfying predefined objective(s) (e.g., reduction in operating/capital cost, maximisation of daylighting etc.). A number of computer based simulation models exist to assist professionals in finding this optimum through building performance assessment. Contemporary practices involving building simulation require enormous effort to prepare input, extract output, and visualize data, which restricts designers from realizing the full potentials offered. In most cases, rules of thumb are applied and experienced guesses are made; simulation software is used only to validate the assumptions, which do not necessarily lead to the intended optimum. Moreover, these tools have been developed as simulation engines, which is inadequate to visualize the compounded and interdependent effect of a large number of design variables.

The authors believe that to realize the potential offered by building simulation software, a new breed of DBSs (Decision Based Systems) is needed coupling existing simulation engines with formal optimisation methods through neutral data standards (BPM – building product models) for seamless integration. This paper first elaborates on the previous attempts at solving integration issues related to the design process and simulation; also attempts at finding the limitations. Secondly, formulation of design problems as optimisation has been discussed with reference to the different stages of design. Thirdly, for effective integration of activities among stakeholders and processes, the use of client/ server oriented building product model has been proposed to overcome the limitations of file-based prototypes. Analysis and discussions based on the above aspects form as justification for ArDOT, an Architectural Design Optimisation Tool under development at IRUSE, National University of Ireland, Cork. Combining all three aspects into one makes ArDOT unique, which is essentially an enhanced decision making tool for the design of energy efficient buildings.

keywords ArDOT, Architectural Design Optimisation, Building Energy Simulation, EnergyPlus
series other
email monjur@ecaad.com
full text file.pdf (160,879 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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5e39, caadria2017_051d17, 0cc4, 3339, cf75, cb99, cb1d, 23cb, 2f06, de87, 2f02, c0a1, 1905, a10a, c991, caadria2015_114u17, 70e2, 8935, ecaade2014_184j46, caadria2017_074i23, a19b, fb6d, 0428, ecaade2014_111h25, caadria2017_057v19, e2dc, acadia14projects_291ap, caadria2017_145m38, b5c5, 9745, 88e0, 66ac, cd6c, 7298, acadia14_479as, c5c9, f314, 0518, af48, 8a29, 1b47, 2c51, acadia16_342b20, 0fa0, 170c, ae14, f591, 8e3d, af2f, 402a, ecaade2013r_018h9, 69fb, f225, a096, 1846, 0d5c, 0e84, 8d75, 2816, 55ab, 7aa6, 34a1, 15c7, ijac201412204o2, ecaade2016_065f16, 1498, 7995, 850d, 0664, c656, 6698, sigradi2015_3.111e3, ecaade2016_072m20, caadria2016_167h7, f4d8, 9f7c, caadria2016_651e28, 3844, 4985, dba9, 5f77, 661f, 90ed, ca31, 8016, ascaad2016_045a19, 8f6d, 38a2, acadia14_135u, 2f90, d85c, 7716, c3e3, ef8f, b881, sigradi2015_12.259b28, 5c87, 7a7d, be56, ef37, e2f9, 55e9, fe5b, 7e1f, abe5, 2b60, caadria2017_051o16, 3b51, 24b3, 3f09, 03c9, 085c, 06f6, 6e1a, a94b, 5b1e, fa97, eb1e, 60f1, 040c, c426, a826, ecaade2015_241k55, 007f, 3de2, 74f9, 82ee, 2afc, a819, 71db, 377b, eefb, 0d0f, d1e2, 37c5, 46eb, 4e58, 5b65, ae18, 5e6f, ae1d, sigradi2015_3.9a2, 5f3e, dccb, 2b05, 69de, 449b, 9762, 5489, 2211, 857b, 202c, 738c, e293, 4982, d4bd, ddea, ecaade2016_017o4, 0de3, 1634, 246b, 81d4, d9ed, a9ca, caadria2017_123p32, d930, d785, sigradi2015_3.212i4, 7809, b6ae, 4080, 80ec, ecaade2014_020o5, c46d, ijac201412405e9, eecc, acadia14projects_681ag, 5d0e, 28df, e4bb, fe9d, 8258, b584, 9d9f, caadria2017_041c13, ascaad2016_003w1, 6426, acadia14projects_147ao, a5b8, ecaade2015_227o50, ecaade2015_215u47, f3a4, sigradi2013_194u, ecaade2016_118m31, 81e8, ef45, ecaade2016_152t41, ecaade2015_116p23, caadria2015_246y35, 9c3d, 9e98, acadia16_154i11, 7215, b199, 699e, caadria2017_149e39, acadia16_34i3, 66b1, 244a, 44ef, 91a4, 8f6c, 728d, 07a0, e09c, sigradi2013_326, cca0, ascaad2016_049z20, f486, e250, 3cff, 937c, d3f7, 9e68, 41c6, 14b1, 9c5c, 9fb3, a2e2, ecaade2016_243e65, dcc3, f8cb, 6839, 5336, 3087, caadria2015_142l23, fb9e, be58, 993a, 0ab7, 8274, 0145, 1318, caadria2016_651c28, 9225, 226f, ecaade2016_126s34, 684e, 5e05, 5e2e, 9a13, ecaade2013r_009g6, 4298, a2c0, b35c, 5f45, ecaade2016_036j9, ecaade2013r_002g2, ecaade2014_072n18, a0cb, d165, 0a9f, b5c1, bfc5, aaa8, 5305, c487, cfe5, 555a, caadria2017_094s25, 0c33, ijac201412407w9, a395, f80b, c5fe, f604, f3af, 7703, e1d8, 9e4f, fcd6, bc5b, 1791, ff41, 5709, fc6a, sigradi2013_226a, b7a8, acadia14_347ag, fb97, 4763, e063, 056c, c197, 6595, 689f, 83e3, 82cc, sigradi2015_3.209e4, ecaade2014_092g22, be1e, 7389, 042a, 6ab2, ecaade2016_132z37, 91cc, d566, 4123, c5d9, f512, 6f6e, bff7, 4e11, ecaade2014_016f4, 3254, 4249, d912, 1650, a567, sigradi2015_11.8r23, f86b, 4797, 2472, ascaad2016_047a20, sigradi2013_212t, 2c74, 0eea, da85, df10, 8ad0, 4067, 971f, acadia16_308s18, a227, acadia14projects_63b, caadria2016_467t19, cc68, 545c, 3239, e031, 9f4f, 8ed1, 5fda, eccd, c148, caadria2016_683z29, d44e, caadria2015_061e7, caadria2017_104p27, 5225, ecaade2015_318r69, c65c, 8aa3, 7f17, caadria2017_145l38, b834, 2141, d173, 325a, 8436, 37b8, 76ae, caadria2017_096r26, 9b3e, 168b, 63d3, ecaade2014_186w47, b3fd, fe9a, bec3, d035, acadia14_709an, e1c9, ecaade2016_tkos66, 9399, ascaad2016_005f3, ascaad2016_042z16, ce5e, e30d, 96d5, 9367, be20, 556f, e025, c1ef, ijac201614105k5, 641b, 8bee, 41b3, 05cc, 6cac, 4f4e, caadria2016_405a17, ijac201614308p5, c151, acadia14projects_463s, a47f, 1b31, d99b, ecaade2015_233f53, caadria2017_041y12, 3baa, 1612, 6c31, acadia14projects_177y, 11ff, eb29, 673e, acadia15_483v21, 3fe1, ecaade2014_053p13, 66e3, af03, 4d4f, sigradi2014_345l9, 641d, ec81, 3a56, ascaad2014_005d3, 5ec0, acadia15_123l4, ecaade2014_143u32, ecaade2016_006m1, 00ec, 39f3, 8fbf, ecaade2014_010r1, d939, d6af, 65cb, caadria2016_249g11, 5d98, 74ff, acadia14_117az, caadria2017_081v24, bcd7, f9ce, 96ff, d516, 8e8a, e72c, ijac201513303j11, a65c, f38e, 418d, 7c7f, ecaade2016_047g13, 16d4, acadia16_196c13, d57e, e23b, dae7, 9dac, e4c8, ijac201412302d7, 3dde, 0002, 7033, 2699, 8842, bea9, be2f, a4a9, 6eec, 6627, e20c, acadia14projects_117az, sigradi2015_sp_11.278m31, f4d5, 6030, 5d8b, ecaade2016_068n17, dc86, 6e2e, ce10, 3a33, 0511, 335d, d350, e086, 51d3, b5d7, 01df, 2cc8, 4c4d, 2bda, 48bb, b1b5, c44d, bdf3, ba19, d234, a160, caadria2017_081s24, caadria2015_164a25, e101, ijac201614304x2, 9cc9, 8234, c420, bd3b, 7325, 6277, 4017, 557d, df04, 33a5, 4c7b, 3ab0, 3977, 0b0f, ec31, 778e, cdb7, acadia15_81x2, a6f5, f3e7, 4aa0, f882, sigradi2013_343h, caadria2017_145k38, 5f32, 6733, 3953, 226b, d48a, 62cf, sigradi2013_100c, 478b, aed0, 63db, 968c, 43dc, a3e3, b115, d269, f468, 7a1b, 765d, 2e68, 10e0, 2979, c3ea, b187, 9ffd, 6bdf, ecaade2016_ws-dheritaget67, c424, 510f, b66b, ad01, 2df5, ed41, 47b6, 3ca5, 283f, 7b8c, sigradi2015_6.42b8, 63da, fef2, dc8b, 1743, a4d1, acadia15_232t9, e23e, a1be, fc42, acadia16_372i23, e0a1, 7b56, 9884, 3bf5, eb14, 7979, b697, 92bc, c895, sigradi2013_243e, 5b9c, 3053, 6973, 2b00, 9556, 95b6, bb0f, f438, 4581, 301e, d4c9, 6d55, 9b88, 98c9, 0188, ecaade2014_186m47, ascaad2016_033e13, 03e7, 97d6, ecaade2016_057t14, 291e, ecaade2015_83l16, f05d, 173a, ef0e, 457b, acadia14_365ah, 9705, 379f, 49f9, 1eee, af84, ecaade2013r_002y1, dab0, a20e, add0, b145, 4e92, acadia14_339ai, 48fd, 1a99, acadia14_145ak, e016, 2e2a, 5824, b57a, a9d9, caadria2015_090s14, 7328, c79c, cec6, 7608, 586b, 1292, 0320, 2da8, 5a87, 9435, 5,7e+10, 07a5, 3476, 0e82, ddf3, ecaade2016_193s51, ed4f, 8203, cbf0, 459c, d584, sigradi2015_10.74p18, b810, 43bb, 50a5, 6b4a, f582, d044, b3e2, af86, 50b4, f392, 114d, acadia14projects_671x, 4852, sigradi2013_389j, bc5a, 29fd, f853, ecaade2016_057p14, ecaade2014_100e23, 5984, a3ec, bd5a, bd65, 10a0, 83f5, 882a, 57e4, d7ed, 7ed4, 45fc, ascaad2014_009c5, ecaade2016_073x20, caadria2017_113o29, 0012, sigradi2013_305, a63d, 0556, ac7a, 3e72, de79, e0ea, ijac201412405j8, 7dff, ecaade2016_127x34, ecaade2014_105x23, ecaade2014_169r42, 576c, 63a6, acadia15_161f6, d8ed, ee93, aae7, df41, aa86, 9dcf, fb4b, sigradi2015_10.307x20, e75b, 8cce, ascaad2014_014l8, bb7a, caadria2016_249l11, ae6e, 4090, ac91, 7fa8, 5e4b, 7196, b71d, 2850, dd7c, caadria2016_641p27, cb18, ijac201513306x12, 49fc, 12c2, ecaade2014_180h45, 5185, c68a, b20f, 5641, sigradi2014_109h9, ijac201614102w2, cac1, d0f7, 32e9, 1f81, ddda, caadria2017_142f37, ff50, f4fe, 6cd3, acadia16_332z19, caadria2017_124i33, 985f, 04b2, 1728, 4d45, 9f1b, 1fdf, ef49, ef40, f2ce, caadria2016_023p2, 80ea, a920, 0695, acadia16_402v24, c860, 08dc, 46de, ijac201513203b7, 3c5b, b7d1, d07f, f265, db2a, e589, acadia14projects_257ab, 2ab2, 6b33, 88bc, 7f79, ece2, 6ba6, 7199, 0f77, cbda, 2ab1, 9118, 121e, bec6, 2643, 8ad5, sigradi2014_214c8, f255, e495, 497b, f36e, b658, 4dbc, cbc5, 1434, 6a0f, 1207, fabf, dc8c, c25b, 80fe, 647a, 526b, e9c6, ecaade2015_314a68, a7ad, 14da, 4410, 4b49, 13c6, 07c6, e9c9, b352, 7950, 1d75, acadia15_284z11, 73dc, 1cd0, 6a75, caadria2017_079v23, 12a7, d4f5, f1ee, 6656, eb36, dd00, 730c, 8df3, 123f, c8a6, 9d5c, 4ba4, 2454, ecaade2015_173f37, 69cb, 9873, 8282, 6bed, 9f28, 424a, 7d4a, acadia14_619az, 193b, 8639, 62ec, f41a, 69ee, sigradi2014_074t6, 005a, ecaade2015_193z39, ijac201513206l9, 3d2f, 47d2, 4cf8, 0352, 47df, 7ab4, d710, sigradi2013_183d, ecaade2016_167t47, sigradi2014_189j6, 7be4, 0417, ec64, 0253, 8584, c651, 7a54, 8b64, dce0, def6, bd1b, 1d2c, 040d, 309e, f24d, a89b, 8020, caadria2015_208f31, b2ee, e4f0, 27bc, 7c3a, 0149, d468, 0fc8, 04c1, acadia16_260h16, 1657, 242c, cfd1, caadria2017_129a35, be9d, d51d, bb50, b463, 2cd2, d906, b95e, sigradi2014_134b2, ecaade2016_011u2, c162, 1a13, 5903, 976b, acadia14_609ag, c51e, ecaade2014_071c17, 7922, acadia14projects_601ah, 70c2, 16a0, 43bd, 97df, 09c8, 19a3, f213, ee34, d4ff, 5098, 3a05, 7f41, 53c9, 1683, ecaade2016_162g44, caadria2015_206n30, ijac201614203s8, 259e, caadria2016_033v2, acadia16_352v21, 087f, a49b, e5b3, 47cf, aebd, 655e, e4b2, dffa, caadria2016_405l17, ecaade2016_002g1, e990, e27d, 1c33, b78f, 94c1, acadia14_281z, 79be, eb8d, acadia14_497aa, ec39, f0d0, bf56, ascaad2016_045j18, sigradi2015_11.142i25, e021, 9da2, ijac201614207l11, 6d6b, caadria2015_218y33, f538, e896, 408c, 3192, ecaade2016_222y57, a3d2, 3e50, 750b, edf2, caadria2017_009r4, 6d16, 5c9c, 219c, 1243, ae4f, ecaade2014_111r25, 79f1, cc92, 8d45, 46a2, caadria2017_165y41, 27e5, 65b1, 3805, d1f8, d680, 7ccb, 6556, acadia14projects_463t, 34d0, d818, ecaade2015_217z47, fdb6, f769, 524e, f8ba, 5d05, 2157, f386, ecaade2015_11i1, acadia16_106d8, 475d, c941, 38d0, 12e2, 7db8, 0403, e02f, c42c, 25e0, 7d58, caadria2017_005t3, caadria2015_213d33, 5d8a, 05ff, caadria2016_663k28, 1b2c, 5a95, caadria2016_177j8, 6ee8, 1d77, 8311, 521d, ecaade2015_21v3, 0429, 1987, fc6c, 6d03, 8901, af89, acadia14projects_135u, 4e5f, caadria2017_003v1, 3dd1, b3dc, 0197, 8537, d77b, fc1d, c7ea, 7a1d, 1097, 631c, 84e0, ecaade2014_225m58, 1616, e228, acadia14projects_719c, acadia14projects_135aa, e29a, 1297, bc1e, 426c, 9e3b, 075d, eb9b, fff7, c139, 7600, a952, 3da6, 0634, c602, 621e, c0ea, caadria2016_487j20, acadia16_488y28, 3dfd, 4295, 0d13, 9498, ecaade2014_196a51, ijac201412304p9, 1bd0, 82c8, 9a82, 463c, ijac201412402x4, c4b6, 07aa, b005, d3da, fdbd, 6374, 3684, 0a20, 9d7f, f58f, 9a7a, ascaad2016_046o19, a53d, 72b6, c38b, 46a1, f59b, d099, 818a, caadria2016_539y22, f17f, fc1e, 7e0a, 2713, c9fd, ec75, 82c0, 0816, 6a6f, 7189, 47c4, 0378, ecaade2013r_004c4, 0948, 8086, cdcc, fb3d, 0e05, e768, c2a6, c1cf, 4534, 7110, b3df, 6646, sigradi2014_313x5, 87e2, 2c11, 741b, afb7, a380, 49a6, 234a, e9f3, ecaade2014_169s42, 2fb9, 0a32, c600, bd51, e4d9, 525e, sigradi2014_345m9, 36bc, ecaade2015_285t62, ac45, 80a1, ijac201513205c8, fdbe, eace, 9ad5, 996b, 84dd, ecaade2014_113v26, 5292, 63bb, fd23, 8969, 2b9b, e22e, 30a0, 0869, sigradi2013_393t, 8675, e783, ecaade2015_59v11, d1d7, d7e9, 1796, 7e3a, ecaade2015_285m62, dee8, ecaade2015_173l37, 8860, caadria2016_157t6, 4cbe, 4c66, 53b0, 0fe9, acadia14projects_339as, fbcd, 889e, 632d, 70a7, 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b2cd, ea8a, sigradi2014_114m9, ecc5, 09de, 38cb, 7834, ecaade2015_334t72, cf49, 9cc0, 6212, 21d2, 9c2e, caadria2017_118d31, e9af, 53d7, acadia16_214t13, 0632, fa80, 9a81, 07ac, 442c, 3b62, c86d, 3e7d, acadia14projects_101ab, 329c, 1785, 8ce5, 0aae, ad2f, 5cc1, b28a, 05f9, 7346, 8472, 2e0b, ac46, cdc1, 6d46, d965, ijac201614207f11, 8965, ascaad2016_059m23, 72bd, acadia14projects_435au, 5dbc, ascaad2016_009n4, 388e, 8e64, ede6, 85e8, 6919, caadria2017_149d39, ascaad2016_038p14, ecaade2016_154o42, 1be1, 775b, d78e, 915f, ecaade2016_ws-dleadm68, ecaade2015_228w50, 0a49, ijac201513305o12, f686, 084a, 9170, 9f46, 5c1f, aa6e, 6814, 4497, e283, 4c6e, 836f, e5bc, 0627, d1b0, 493f, ecaade2014_084t19, ascaad2014_014i8, 9c15, ecaade2014_029f8, sigradi2014_213o7, ff94, 3bf3, acadia14_473al, 3399, 9fcd, a9ba, 7c1c, bd78, f924, 15e1, 7eaf, 50e3, 005f, 6bf6, cd16, 8eb9, ecaade2015_138j28, 7403, 58ee, a15d, 0bb0, d546, ecaade2016_225c61, c3c2, 6993, 1de0, 3d1d, sigradi2015_sp_11.278n31, 8590, dd04, e674, d851, ecaade2016_036l9, 5760, 0f64, 575a, 31a3, a412, c24e, ijac201513102k2, db94, ff16, a87c, 6d88, fdb8, 491a, d388, d615, 41fd, 6114, 250f, 3f47, a810, ecaade2013r_005m4, 1df9, 98a8, 9337, ijac201513203v6, a591, 9d00, 3406, bfd4, ac83, ascaad2016_045c18, 225d, cca6, ecaade2015_307m67, sigradi2014_263x9, ecaade2015_55h10, ea9e, a134, ijac201412303m9, fb00, 3c67, 68e7, 1b2a, 9ed4, da87, a558, 0672, caadria2017_005h3, 1d69, ijac201614201i6, d4a6, e8f9, 0459, 73bd, a4e0, caadria2016_177v7, a1e2, f130, f7a6, ef92, c6c9, 30d0, d8f2, 37c7, eac3, 6b80, ecaade2013r_010p6, 50a8, 801a, 5092, 440d, 71f4, c834, 27a9, c3f7, 8a8c, 3776, 2ac0, 42a7, ecaade2014_138y30, 5e3a, 5f9d, 833d, caadria2015_077z10, 0056, ecaade2014_085g20, ecaade2016_077y22, 6ae0, 372e, f930, ecaade2015_73w13, 778d, 0b37, acadia16_44o3, 9dc6, 09f9, 5615, f89c, 2a79, c841, 9266, 3d92, caadria2015_077u10, 4b90, 3955, 5ba0, a801, 5be5, 2da6, ae25, acadia14projects_347av, f717, 7ea1, 4602, 5261, cda3, fcee, 5f95, d537, 25c5, 9d4b, efd9, 1c81, f3d3, 375d, 203f, 7481, 0b96, c5bb, c102, 31aa, 6021, 5aad, e6d4, c274, 4786, 64df, sigradi2015_11.196m26, 0e96, 6d59, 482d, b7c6, c95e, d862, ascaad2016_014k6, ce2a, c679, 478e, 476f, ecaade2015_334p72, e387, 0d1b, 2112, 8e00, 6a2c, ce9a, sigradi2014_291o4, fc8b, a434, f09d, ea32, 9bb5, ecaade2014_152i36, fcc6, f26f, e48b, ascaad2016_048i20, 726a, ecaade2016_tkop66, acadia16_280d18, c334, 4a3d, caa6, 1043, ab11, 05fb, ecaade2016_043d12, 534f, b877, 747e, ef47, 101d, 3bc2, db0b, acadia16_78p5, 5697, 119c, 01b2, sigradi2013_30k, 3aba, bef6, 6838, a8cc, 5649, 8302, 3fae, ecaade2014_009c1, d10b, cf5c, dee0, c658, d669, ascaad2014_036w1, 1666, e3c6, ijac201614401b1, 156c, cec0, 6ee9, f561, 65a4, 4fbd, 1469, acadia14_291ap, c8f8, 9d63, 685b, e1e6, e238, 3ed0, ba3a, 1bee, 95f4, 427b, 5fb9, 1f29, 02c6, 4e2a, 90c6, 19c7, caadria2017_051b17, aff4, 37a9, f6a5, c051, ffef, 691f, 6fbb, 1b05, 0725, 6ae4, 7423, b291, 71b5, acadia15_469r20, cb17, acadia14projects_479k, bd01, 91e7, 2233, 5806, ce9d, ecaade2016_198m52, 2d83, d11b, fb68, acadia16_12x1, 5e2f, 1fcd, f528, 4b4e, 7f06, d3b9, 3ce5, f25a, fc97, 0f06, 43bf, fbb9, sigradi2015_11.136n24, 60a2, 030e, ecaade2014_031t8, ce3a, bc04, 866d, e02d, caadria2015_226z34, 2d9f, acadia14projects_301aw, 8caf, ascaad2014_032s9, 617a, b1aa, cba7, e151, 8a73, 41a3, c09f, e04e, 4acd, 9cd5, 704b, dea4, e755, 2bbb, a418, 1efa, d098, caadria2017_145o38, a0b6, ascaad2014_017n1, 3352, ecaade2016_018f5, ijac201513306e13, ecaade2016_140j39, a31b, ecaade2014_044b11, ecaade2016_074l21, 5fa4, d00f, d21f, a1ff, beaa, ecaade2013r_006t4, e66f, b920, 192b, ecaade2015_317c69, c580, b4ea, sigradi2014_178l5, be8f, 676c, 1a92, c403, ea88, 313f, ascaad2016_003z1, 2796, f50c, d25b, 7e2e, 0d4a, acadia16_362p22, caadria2015_030d4, 2444, 32b0, 1512, c1a4, cba1, 7bd0, caadria2017_051k17, 556d, 1cda, ba0c, 47d9, 39ed, 6036, 967e, 392d, d252, 8beb, sigradi2014_080j7, ae12, e764, acadia14projects_167w, caadria2016_673a29, b171, ecaade2016_108a30, ecaade2016_025h7, 2104, e169, d226, 06bb, fbb1, 05df, e2db, 3e08, 6881, 182f, 5e01, 7f1a, c450, 2e40, 3e1e, ecaade2015_138d28, e45f, ecaade2016_078l23, 3657, acadia14_339au, sigradi2014_157c4, eaa1, e064, 410c, acadia14projects_627as, ijac201412303c8, e834, a006, dbc1, e880, fd7c, 671e, ecaade2015_130z25, e9fb, 4d69, f82d, f83f, 1ce5, 9b49, 2d0d, ecaade2015_138y27, caadria2015_092g15, acadia14projects_601z, ae37, c1e1, 1dba, 03f5, cd0d, dab7, e33c, 52c4, sigradi2015_3.209d4, ea29, sigradi2014_263a1, acadia14projects_339av, f0e7, 2aac, e97c, 54b3, a4eb, ascaad2014_026a7, 8dcd, 2992, 63df, ecaade2015_103s20, 1502, 825e, caadria2017_123c32, 36e0, c053, a9cd, ecaade2015_171x36, 6d63, c71b, 5edd, sigradi2013_386l, 8a0f, 7d31, 0e9e, 01f5, 4d01, 8aeb, 6c53, 948e, c973, 4b4d, caadria2017_009v4, ijac201614102r2, d67c, caadria2015_130e22, 66a2, 7690, 47a8, 4ceb, f1ff, 73e9, 585d, dce5, ecaade2014_239o61, 18b3, caadria2015_168l25, ecaade2015_22o4, 9a0a, f03e, ecaade2016_036t9, 0b4a, 1346, c9b3, acadia14projects_365ak, 24ca, d7f2, 07e7, 8801, c755, 2b9f, 39b7, 789d, 711f, d209, sigradi2014_085f8, fccd, 3440, 761b, 1175, d396, 7c41, ijac201412301v5, 22e3, ead7, e98e, d4a0, d2c1, 0090, 1fea, caadria2015_164j25, acadia16_372o23, b238, 5fa1, acadia16_382z23, fc29, f63f, 4a4a, 5941, cbbf, ca18, acadia14projects_301b, ecaade2016_163u45, 36db, a9a5, cb65, c961, 1de8, ecaade2016_011v2, 8e63, 696a, caadria2015_102d16, 6732, ecaade2016_118i32, a4c9, da2e, ecaade2015_199a43, 6e43, acadia14_145r, 0339, ecaade2016_002h1, 5527, 9793, 79f6, d879, d895, b7bb, 5b15, caadria2015_142o23, 1756, 86f0, 1325, 1dac, 81f8, 7c0c, df2d, ijac201412301k5, 4aef, sigradi2014_239f9, cc40, 9958, 8366, 56fc, ecaade2015_138i29, 6bfb, 7abd, 58cf, ef69, e7dd, e135, ecaade2014_066l15, bf3a, f898, 0aeb, c846, 5159, 5a52, 3a4a, 17d2, 573e, 54b0, d14e, 23a6, c391, f5da, 66e7, e5bd, 060b, 268c, b3c0, 194f, caadria2017_145d38, caadria2016_045d3, 3de7, 3672, 00a8, 7ad7, b0da, ecaade2016_222p57, 5f8d, 4e04, f3ae, 5022, 0325, 5a66, ecaade2016_199x52, ecaade2016_089g25, c962, acadia14_145ae, f434, fba8, 3c3d, sigradi2013_194m, ijac201614201g6, f001, sigradi2014_250o9, 1d63, 5d78, ijac201614407a5, bb6f, 1c44, ff5f, efb8, 839e, sigradi2013_100i, 0d8a, 294b, a8eb, 6fde, f533, cd66, ijac201513103z2, 6130, b6c3, 55ef, sigradi2013_42o, 814a, caadria2017_079u23, e06b, 0fb2, 17ee, 5706, ecaade2015_199d43, 3d69, d81a, 6f56, 5fd2, fb28, e229, f1fa, ecaade2016_222b57, ascaad2014_014b8, 7910, b0ce, b3a4, 62b3, 165d, acadia14projects_291e, abdb, ca8d, 6183, 6c39, 4023, 1b69, ad44, 4a1e, 2a78, 2a68, 727d, 1ee2, 2acc, ecaade2016_025g7, 6e15, e9f1, 178c, b778, acadia14_135m, sigradi2014_155y3, 7d6f, c978, c60c, 6996, d1df, 627c, sigradi2013_173, a34e, ecaade2014_016i4, d711, 7241, 740a, d98b, 90dd, a744, 34eb, de4e, 2253, caadria2017_028f10, 2700, c81e, 4a8c, 46f5, 0680, 30cd, ijac201614208b14, 838c, 918f, d1ad, 99cb, 6a66, 1e17, c66b, 0f5e, 3533, 1d27, 164d, caadria2017_056v18, 06e7, d0b2, 29a5, ijac201412301x6, e439, 940e, 3e4c, 11e8, 634b, 4362, 125d, a215, 3d17, 992e, 5a7b, 7b04, c1f7, ec8d, f0fb, ascaad2014_017r1, 5010, 7d43, 9886, f264, e2e7, d997, ddf9, acadia15_81y2, 1bea, f889, e21d, 3860, cfdb, acadia16_184o12, f53b, 875f, b8a2, sigradi2015_8.264m14, caadria2016_445y18, b0c4, caab, b6cb, b32d, d622, 9dbe, 3ea2, 6fea, 4539, d254, 9bb9, caadria2015_188w27, 3f1b, 9125, 87c4, 9230, 465d, 41eb, 4a16, ijac201614302t1, 019d, 8e42, 282b, f05a, caadria2017_105l28, 05b2, dc06, ff22, 5090, b62b, d732, caadria2017_107r28, 8e30, 3aa3, c0bd, caadria2016_871t37, ecaade2015_114f22, ef44, ecaade2015_59u11, fc5c, ecaade2014_206z53, ecaade2016_185x49, bd0a, sigradi2013_401h, 92be, 3ba7, 7e03, b2f4, acadia16_116x8, 0ff4, bef3, 6af3, 4038, 8232, 240b, ecaade2015_127y24, ascaad2014_020t3, 5a98, 8c10, acadia14projects_463f, 67a1, 5bdd, ecaade2014_086t20, 5c22, 9a37, 7f1f, 1f6d, 0bee, dc11, fe36, f68d, 881b, 204c, sigradi2014_341e8, 2937, 2804, 67b5, a69b, f970, dc0c, 1086, f985, e3ab, f377, 9fcf, a241, f0bc, 0371, caadria2016_291f13, ecaade2015_229p51, 40c0, bcce, b936, 898d, 2618, b80a, ecaade2015_13s1, ecaade2014_079v18, ffce, 5ef9, db87, 505f, 44db, adce, 7b0a, acadia16_344s20, 9fae, 9cb8, 4a75, d3f3, 34af, 6bfe, 65c1, 014a, cb97, 403f, ecaade2016_120h33, 9c33, 8709, f044, 2d93, b3de, 01c5, c018, 6674, 7d20, e17c, acadia15_95d3, 21e8, f571, a04d, a73a, ecaade2016_127g35, 97b0, 47c8, 9bba, 2912, ff37, fe1e, 81d5, 9903, f61a, ff3b, e71e, 8bbe, c045, 2a30, fe7b, 6737, ecaade2015_48x7, 5594, e340, cd8b, 29df, 4ca4, 4510, 1ea0, acadia14projects_43ap, 05e6, e163, 3317, b2ce, ijac201412405o8, 7eb1, 9ee0, 2a7f, 2b09, 577f, 8e21, 581b, a65d, acadia14_291as, b5b5, 3d98, 7966, 9d38, ecaade2016_197c52, e7d0, 3ed5, cae3, 7bf9, b032, 94e9, b1e2, 214a, 3f26, ebcb, 6027, 9f60, 1af3, sigradi2014_137i2, 6345, 6df9, ecaade2016_113e31, a16c, d403, sigradi2013_343a, 130d, 7345, 50c4, b8a7, sigradi2013_41v, 1fce, f072, d6b0, fbae, 749a, 2787, 434a, 90f7, 8b59, 3e75, ad18, eb2d, 54ea, caadria2015_130g22, a9fc, 3c5e, 9234, 843e, f249, 9eb4, 486a, 8667, f9fb, ecaade2015_138h28, 4fe2, f5d2, 5a40, 4bf1, a4ea, beb6, 3107, c4a9, 851a, 2d9b, a9b1, 746b, sigradi2013_46b, ascaad2014_028s7, 1af6, 14bd, 572f, 389c, b930, a986, acadia14projects_479x, caadria2015_181d27, 853e, ijac201412206t4, ecaade2015_229c51, 5176, 121d, f5ae, 5724, 1444, a243, c0eb, ecaade2015_233z52, 85d2, b1da, 22c8, 8f3f, 8336, b73c, 9b78, e3bc, 448f, ecaade2015_209v46, 3f81, 8b67, 1adc, 096d, caadria2016_663j28, b9f0, e57d, 6391, 5ab5, 193d, d8ce, 93b0, 6fcd, 120c, ijac201614305a3, caadria2015_124d20, bff1, 0da3, 3691, sigradi2014_123u9, 86d3, 5009, e5b1, ijac201614105d5, c077, f494, caadria2016_063t3, d175, bdfc, 1fa5, ecaade2016_163e46, de34, ecaade2015_86k17, 581d, 4781, f192, caadria2015_015d3, b435, abb5, 13b6, 0927, 0acd, 3353, eebd, caadria2017_107u28, 2b01, b65b, ascaad2016_039v15, 0aec, 8be6, 1da6, 672f, fea4, 8003, 6079, feb9, 5046, sigradi2014_074y6, 76cf, 10bb, 613c, 6d2e, ecaade2015_271z59, 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sigradi2015_9.347u17, 1e7d, 86f5, dc8a, b7ad, 6dd8, c938, eef1, 05c6, 7cc4, 7ebe, caadria2015_156i24, 49a1, 4bc2, 23c0, daf2, 508f, 9044, acadia14_479v, 62d8, 04cd, d62c, a886, 8e29, caadria2017_104r27, d3d2, 5cc2, ecaade2015_55i10, e457, 1185, 9ea8, f778, a969, 35bf, 096f, acadia14projects_339x, e651, 906e, 03a8, b2b9, 71c6, a730, ca44, 658d, 1c47, acadia14_365ak, 813b, 31be, a411, 6d1f, eb86, caadria2016_745h32, 1dfb, 5f04, ef2c, 022b, 671f, acadia14_365ag, 6e97, 025d, d819, e4ef, 78c9, 2a80, 58f3, 5e93, 3bbd, ecaade2014_035y8, 17ea, 112a, d89a, 4503, df90, caadria2016_683j29, 4681, 6e0b, ce50, 1e68, ce16, 3e99, dca5, a0f0, bd38, 5196, 21fd, 4b6f, ecaade2015_185n39, f05e, sigradi2015_12.19d27, 4706, ecaade2016_mrtn66, b4a0, 8341, bcb8, 2c0d, fecd, 66ec, a5bd, 3325, sigradi2013_117a, b157, acadia14projects_619am, ecaade2014_022z5, fd14, bce3, a71c, ascaad2016_018r7, 935c, ecaade2015_199z42, a252, ecaade2013r_018l9, ecaade2013r_018y9, 059d, ecaade2015_200u43, 9d74, caadria2016_383m16, 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90b0, 2916, ecaade2014_201f52, caadria2016_435v18, 0419, d9cf, 2687, 58fa, 958f, sigradi2013_10g, b0e0, 643a, acce, 91f7, 4eb2, c558, ebc7, 73ed, 0ad5, acadia14projects_699j, acadia14_189ao, bd0c, acadia15_333o13, 624c, ecaade2016_018h5, e903, ijac201412301j5, 8526, fa8e, acadia16_88b6, 54e6, c98b, 6c7b, ecaade2016_071p19, f5ea, 8ad4, acadia14projects_627d, 4893, 021f, a087, 7de3, 6654, 5b57, 7d70, 3976, a11c, 87f5, acadia15_417f18, 756f, 8e04, c02f, e032, 9029, ecaade2015_227x49, ecaade2016_095j26, 2950, c591, 433d, 6c46, 4873, 06b0, db36, ecaade2015_287t63, fa62, acadia14_23y, ccde, bc2d, 77df, acadia15_284s11, acadia14_135ab, ecaade2014_157d39, f767, 1c5e, ecaade2015_269m59, 5ff1, acadia14projects_661j, f70c, ecaade2016_067p16, ac06, fed0, 9df7, 7117, ebc2, ecaade2015_317p68, sigradi2014_284b4, 9f00, sigradi2014_189l6, 74c5, d31a, d2e4, b123, dfa3, 19fb, 9c68, 9c08, 898a, dd73, 61a9, ecaade2016_tkob67, d230, 7fee, c012, b42f, ecaade2016_210g54, 9d56, 33c2, 69b5, 07cc, e4da, ecaade2015_113s21, ijac201614203w8, caadria2017_175b43, ecaade2016_075y21, acadia14projects_627ap, 594a, 69fd, 4261, ecaade2015_269o59, 3e84, ecaade2016_223c59, ee0f, d1c6, 4ae0, 17af, 55cf, 6b38, b562, 80c3, fa10, 0494, 24e2, 026c, 1bff, 0f56, f432, 24dd, 17e3, 1715, b27a, acadia14projects_619aa, 4515, aeac, 7a92, df07, 94cc, be3c, 883f, 91a1, 1e3e, 3f96, fb8b, a33d, ecaade2016_018v4, 5609, 65a1, caadria2016_167n7, ecaade2016_013l3, 0aa3, e288, 7021, acadia14projects_291aw, c3f1, 9cb3, cbab, 0dfe, 66d2, 53a7, 1d90, 9bee, cb91, 2dd7, 2ecd, ijac201513304b12, 4898, f656, f570, 7740, 1206, ed80, 9701, 4a60, 8975, 299e, 5673, sigradi2014_080o7, 2f32, 2925, 5f84, 167e, bc96, 05a8, c5fb, 9d10, d58e, 5ca1, 7d73, d0eb, 83b1, caadria2017_101o27, 4e1e, d57d, 7a5f, 884e, 1d7e, a5c9, ascaad2014_026g7, 36cf, f782, 08fa, ecaade2015_91i18, cbd3, e257, ce17, b70d, 0a76, 1e34, 72b9, c4c4, ijac201614101k1, b7ba, 3a0b, dfd9, ijac201412405m8, 630f, sigradi2014_186i6, 8958, e616, 3fc0, b136, 26a8, 6af4, 2980, 0315, 732d, 4d79, ba04, 10f0, dda6, c9d5, 645a, 2bf3, f3a1, 689a, e9cf, 41b9, f8aa, sigradi2014_176d5, 3e15, 7178, 5ef7, 1737, ijac201412305k2, 6984, 7992, caadria2017_165s41, ecaade2014_019f5, b5fa, f129, 2d19, 83fa, 8b78, c531, bfaa, c3db, 6057, sigradi2013_243c, 28a8, 88a5, ascaad2016_057z22, 7324, 50af, 7fc7, sigradi2015_11.165s25, 50ca, dc9b, e0e8, c8c6, 50b5, 96f8, 96c0, c5d5, 2c65, caadria2017_018u7, 9453, ijac201614208h14, 49e1, 4b85, dcc2, 0956, e5e8, fa94, f11c, 9c0e, ecaade2014_151y35, faa2, caadria2016_539e23, 66ba, acadia16_236h15, sigradi2013_342v, 6f3e, 0fb8, ecaade2014_030p8, ecaade2015_181l39, a1fa, 3634, fd64, 96a8, 6ec4, ascaad2016_033b13, 6168, fcb0, acadia14projects_627g, ijac201614102r1, 2d1b, 413b, 4a85, a7b5, fc98, 7f33, acadia14_135v, 8ec2, 259f, 8a97, caadria2017_042v13, acadia15_47l1, 66ed, ijac201412408z2, 2731, 69be, 0cab, 5c0e, ec84, 8db8, 740c, 6a32, 0894, 5142, 42de, sigradi2014_152r3, 676d, 33b5, cfb2, acadia15_417d18, 1ab3, 1b7e, 303f, 8190, d5bf, 8658, ecaade2015_180h39, ea7f, ijac201614408j5, 545e, ecaade2014_215e55, eda4, f2c1, 2820, ecaade2015_74n14, ecaade2013r_019i10, 1eb2, caadria2017_081z24, 94db, ecaade2016_130s36, a755, c662, ce76, 0e5e, fae5, sigradi2014_114l9, afa6, ecaade2016_168f48, 20ad, 3e7e, ad6a, ecaade2016_152r41, f81e, 75cf, caadria2016_663o28, 8f89, 2636, 0d1a, 21de, 5bec, 721e, c75c, 581c, ecaade2016_166w46, 4ff1, 1ca5, 5d7d, e04a, 6d57, 94bf, sigradi2015_10.309j22, 3c7d, c681, 41f8, 100e, b0b4, fc8f, 6d12, ea53, 4b47, 044f, 9ae4, 819a, b5e2, e5bb, caadria2015_213k33, 51c8, 3bd2, 49e0, a749, 86d4, de51, ecaade2014_184k46, 3c98, d227, 9659, 897b, 3ea4, 33da, 07bd, b93f, 9093, 71be, 9387, 1f05, ac76, 6b23, d777, 6508, df74, a5a2, bdb5, 0f22, 8e31, 3e39, d6bc, 0f9f, fb86, fbb6, 130b, 8c36, 238c, b892, ff96, a9d6, 5488, f6fc, d95b, 424d, bca0, ecaade2016_225v60, 793c, 95ba, 5814, 9e39, e76a, a697, c5ca, ecae, dfa0, f8be, 31fc, 9f62, 70e0, 05c0, 023e, 1569, 1f51, d404, 5e20, 9fa0, d23d, 3652, 977c, ascaad2014_024i5, d100, 96a4, 21d8, 8a3c, a270, 0433, e557, d501, sigradi2015_8.81w11, 6270, 9c4c, 2540, 73c1, 18f7, acadia14projects_235r, fef6, e0d5, ddc5, 562b, ecaade2016_132j37, 90d6, 660e, c5ed, 501e, 7a5c, 4a22, d6bb, 8063, c103, cf5e, 83fe, ecaade2015_207i46, e17e, c7c1, 6cb6, 7914, 54c1, 4ef3, 9df0, ecaade2015_138g28, 0fd5, 48f0, 6a31, c4b4, a658, 376a, d8ca, 3941, 200e, f2ef, 0074, e22c, ecaade2016_095l26, 0fdc, sigradi2014_279a3, eaf1, sigradi2013_342j, ecaade2014_054t13, ecaade2016_067i17, f8e8, d48c, ec07, 0c59, ecaade2014_143r32, 5bee, ecaade2014_052d13, 0fb7, 9809, dc36, 7ea2, 6700, ascaad2014_008n4, c7d6, caadria2015_031t4, ef66, acadia15_95o3, a09a, 6aa4, ea71, 8e50, acadia15_47e1, acadia16_470p27, 2664, 36a8, f9c5, ecaade2015_144h31, ae97, 3457, 0038, ecaade2015_261g58, 4980, 3b2a, 1c41, e7a3, 8ec7, 13f0, 28b4, 24d0, 1d2f, ecaade2016_071y18, 1d93, sigradi2013_112b, 7c42, 7b1d, 9b80, 6ed3, 6044, 7763, b4d6, ac13, acadia14projects_627am, 5f15, 7d29, 5bf0, 0a04, 9eeb, 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